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Table 3 AUC, CA, F1-Score, Precision, And Recall Result with Mode Imputation

From: Smoothing target encoding and class center-based firefly algorithm for handling missing values in categorical variable

Mechanism_missing rate

Performance evaluation of mode imputation (MdI)

AUC

CA

F1-Score

Precision

Recall

MCAR_10

0.959

0.894

0.893

0.893

0.894

MCAR_20

0.937

0.888

0.887

0.887

0.888

MCAR_30

0.925

0.880

0.879

0.879

0.880

MCAR_40

0.911

0.876

0.874

0.875

0,876

MCAR_50

0.891

0.839

0.838

0.838

0,839

MCAR_60

0 . 877

0.844

0.843

0.843

0.844

  1. Italic is lower result, Bold is higher result